Prompt Engineering Resources
This page contains a curated collection of resources to help you deepen your understanding of prompt engineering and large language models.
Books and Publications
- Prompt Engineering Guide - Comprehensive guide by DAIR.AI
- Building LLM Applications - OpenAI's cookbook for building LLM applications
- Natural Language Processing with Transformers - Book on transformer models
- Designing Prompts for LLMs - A practical guide to prompt engineering
Tools and Frameworks
- LangChain - Framework for developing applications powered by language models
- LlamaIndex - Data framework for LLM applications
- Guardrails - Framework for validating LLM outputs
- LMQL - Query language for LLMs
Academic Research
- Prompt Engineering Survey - Academic survey of prompt engineering techniques
- Chain of Thought Prompting - Google Research paper on reasoning through chain-of-thought
- ReAct Prompting - Paper on reasoning and acting in language models
Communities and Forums
- r/PromptEngineering - Reddit community for prompt engineers
- HuggingFace Forums - Community discussions on LLMs and NLP
- AI Alignment Forum - Discussions on alignment and safety in AI systems
Online Courses
- Prompt Engineering for ChatGPT - Short course by DeepLearning.AI
- Building Systems with the ChatGPT API - Course on building LLM applications
- Generative AI with Large Language Models - Comprehensive course on Coursera